OpenAI's state-of-the-art image generation model with arbitrary resolution up to 4K and strong instruction following
Settled by community votes across 15 shared challenges, with an AI judge weighing in on each.
GPT Image 2
#4 of 62 in Text-to-Image
Seedream 4.0
#15 of 62 in Text-to-Image
Where the votes landed
GPT Image 2
0%
win rate
Ties
0%
Seedream 4.0
0%
win rate
Challenge by challenge
The strongest take from each model on every shared challenge, with the AI judge's read.
Geometric Composition
Text-to-Image“A glass cube on a wooden table. Inside the cube is a small blue sphere. On top of the cube sits a red book. A green plant is behind the cube, partially visible through the glass. Soft window light from the left.”
AI Judge Analysis
GPT Image 2
- + Excellent high-resolution textures on the book leaf and wooden table
- + Accurate glass refraction and reflections including the sphere's reflection on the bottom glass
- + Strong adherence to the spatial requirements of the prompt
- − The plant is more behind the cube than showing through it compared to Model B
Seedream 4.0
- + The blue sphere has a realistic translucent glass quality
- + The plant is clearly visible through the glass as requested by the prompt
- + Captures the soft window light effect with warm highlights on the table
- − The glass cube geometry is slightly warped on the right side
- − Lower resolution for textures like the book cover and leaves
Verdict: Both models followed the prompt perfectly regarding the placement of objects. GPT Image 2 is preferred for its superior image quality, sharp textures, and realistic glass physics, whereas Seedream 4.0 has a slightly softer feel with minor perspective distortions on the cube.
Candid Street Photography
Text-to-Image“A candid street photo of an elderly Japanese man repairing a red bicycle in light rain, reflections on wet pavement, shallow depth of field, 50mm lens, natural skin texture, imperfect framing, motion blur from passing cars, cinematic but realistic, no stylization.”
AI Judge Analysis
GPT Image 2
- + Excellent skin texture and facial detail with high realism.
- + Very effective shallow depth of field and authentic bokeh.
- + Accurate street scene details including Japanese text and realistic tools.
- − The bike frame and wheel structure have some physical inconsistencies near the hands.
- − The motion blur on the background car is slightly static compared to the prompt's intent.
Seedream 4.0
- + Successfully captured motion blur on the passing vehicle.
- + Stronger emphasis on the 'red bicycle' through center-weighted composition.
- + Good reflection on the wet pavement.
- − Hand anatomy is very poor with merged and mushy fingers.
- − The image quality is softer with less convincing skin texture.
- − The rain is rendered as generic vertical streaks that look artificial.
Verdict: GPT Image 2 provides a much higher level of detail and photographic realism, particularly in the skin textures and the rendering of the street environment. While Seedream 4.0 better captures the motion blur of the passing car requested in the prompt, it suffers from significant anatomical distortions in the hands and a less convincing overall resolution.
Fantasy Warrior
Text-to-Image“Close portrait of a battle-worn paladin in ornate engraved plate armor, hair braided with small beads, faint scars and dirt on the skin, warm torchlight reflecting off metal, shallow depth of field, bokeh sparks, lifelike eyes, highly detailed texture on leather straps and cloth underlayer.”
AI Judge Analysis
GPT Image 2
- + Exquisite engraving and weathering textures on the plate armor.
- + Complex, realistic hair braiding with integrated beads.
- + Naturalistic skin textures including subtle dirt and lifelike eyes.
- − Lighting is somewhat diffuse rather than distinct warm torchlight.
- − Background is slightly generic despite the bokeh.
Seedream 4.0
- + Strong adherence to 'warm torchlight' and 'bokeh sparks' with high contrast lighting.
- + Excellent rendering of leather straps and buckles over the armor.
- + Clearer representation of facial scars and Battle-worn appearance.
- − The hair braids appear somewhat thick and less integrated into the scalp.
- − Armour engraving is less intricate than the other model.
Verdict: Both models followed the prompt closely, but GPT Image 2 excels in the technical execution of textures, specifically the engraved metal and individual hair strands. Seedream 4.0 captures the cinematic atmosphere of the torchlight and sparks better, but GPT Image 2 is preferred for its superior photorealism and fine detail.
Modern Clean Menu
Text-to-Image“Modern minimalist restaurant menu design, white background with colorful food photos in grid, sections for appetizers/pizza/mains, bold sans-serif fonts, vibrant accents, clean professional layout for casual dining.”
AI Judge Analysis
GPT Image 2
- + Excellent text rendering with no spelling errors across many items.
- + Professional and realistic menu layout that follows all prompt categories.
- + High-quality food photography that is consistent and appetizing.
- − The layout is very dense, pushing the limits of 'minimalist' but remaining professional.
Seedream 4.0
- + Follows a simple grid structure with bold sans-serif headers.
- + Uses high-contrast vibrant accent colors as requested.
- − Total lack of menu content such as dish names, descriptions, or prices.
- − The grid alignment is awkward and leaves too much empty whitespace.
- − Image variety is low, showing a pizza in the 'Mains' section which is redundant.
Verdict: GPT Image 2 is a superior and fully functional menu design that accurately renders complex text and professional formatting. Seedream 4.0 provides a very basic template that lacks necessary details like food descriptions and prices, making it unusable as a menu.
Magic Burger Explosion: Fiery Photorealism Challenge
Text-to-Image“Ad for 'Magic Burger'. Dynamic, exploded burger with all components (bun, patty, cheese, lettuce, tomato, sauce) suspended in mid-air. Emphasize photorealistic detail and a sense of motion. Dark, fiery background with glowing embers. Integrate text: 'MAGIC BURGER' as a prominent title, 'LIMITED TIME ONLY' as a secondary message, and '€6.99' in a starburst, all rendered with a fiery, glowing effect.”
AI Judge Analysis
GPT Image 2
- + Perfect adherence to all text requirements including the specific €6.99 price.
- + High-quality, photorealistic texture on the meat, bun, and vegetables.
- + Excellent use of the 'fiery glowing effect' across all design elements.
- − The composition is a bit crowded with text and visual elements competing for space.
Seedream 4.0
- + Good sense of dynamic motion with the swirling light trails.
- + Creative interpretation of the 'exploded' burger showing multiple layers.
- − Failed the pricing prompt, displaying €5.99 instead of €6.99.
- − The food textures appear more oily and less realistic compared to the other model.
- − The background and text integration feel less cohesive and a bit 'pasted on'.
Verdict: GPT Image 2 followed the prompt perfectly, including the exact price and complex fiery text styles required for the ad. Seedream 4.0 struggled with text accuracy and provided a softer, less detailed render of the food itself. GPT Image 2 is the clear winner for its professional advertising layout and superior photorealism.
Chalkboard Menu
Text-to-Image“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”
AI Judge Analysis
GPT Image 2
- + Perfect adherence to text content, including the full product names and the specific date.
- + Very realistic chalk texture with granular details and pressure sensitivity simulation.
- + Excellent composition that feels like a real café wall installation.
- − The lettering style is a bit uniform and thin for a decorative chalkboard.
- − The wooden frame is slightly cropped at the top and bottom.
Seedream 4.0
- + Bold, artistic handwriting style that fits the 'elegant cursive' and 'handwritten' prompt well.
- + Dynamic chalkboard texture with smudge marks and chalk dust at the base.
- + Good use of bolding and scale for visual hierarchy.
- − Failed to include the full text for the last item, truncating 'Brown Butter Chocolate Chip Cookies' compared to Image A.
- − The perspective is slightly angled, making parts of the board harder to read.
- − Some letters in the smaller text at the bottom become slightly distorted.
Verdict: GPT Image 2 is the superior image due to its perfect adherence to the text prompt and highly realistic, readable rendering of the handwritten chalk. While Seedream 4.0 has a more artistic flourishes and convincing environmental smudges, it failed to complete the full text of the third item as accurately as GPT Image 2.
Pose & Character Mashup
Editing“Use Image 1 as the exact pose reference and Image 2 as the character reference. Recreate the person/character from Image 2 in the exact dynamic pose and body position from Image 1. Keep the exact face, hair, clothing style/details, and expression from Image 2. Match the lighting and environment of Image 1. The final image must show the character from Image 2 performing the precise action/pose from Image 1 with perfect anatomy and natural integration.”
AI Judge Analysis
GPT Image 2
- + Perfect adherence to the pose and background from Image 1.
- + Excellent character preservation of the man's face, sunglasses, and clothing from Image 2.
- + High-quality rendering with clean anatomy and logical scarf placement.
- − The fingernails on the right hand are painted red, which was a detail from the woman in Image 1 not the character in Image 2.
Seedream 4.0
- + Successful integration of the scarf and black clothing from Image 2.
- + Maintains the general background and prop from Image 1.
- − Fails significantly on character preservation, merging the man's face with the woman's long hair.
- − The anatomical structure of the legs and the way they meet the ottoman is distorted.
- − The face has significant artifacts and lacks clear features.
Verdict: GPT Image 2 is the clear winner as it successfully transferred the character from Image 2 into the exact pose of Image 1 while maintaining high visual fidelity. Seedream 4.0 struggled with the identity transfer, creating a hybrid character with distorted facial features and poor anatomical coherence.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
GPT Image 2
- + Excellent adherence to the specific prompt requirement of putting the horse on top of the astronaut.
- + High tactile detail in the textures of the lunar surface and the astronaut's suit.
- + Creative interpretation of the harness and saddle to fit the surreal scene.
- − The leather straps have confusing intersections with the astronaut's body.
- − The horse's legs end abruptly in cup-like stirrups that lack anatomical logic.
Seedream 4.0
- + Beautiful cinematic lighting and vibrant nebular background.
- + High-quality rendering of the horse's fur and the reflective visor.
- − Completely failed the negative constraint/specific instruction to put the horse on top.
- − Standard cliché interpretation of an astronaut riding a horse.
Verdict: GPT Image 2 followed the difficult and specific prompt logic perfectly, creating a surreal image of a horse riding an astronaut. Seedream 4.0 ignored the central instruction ('horse on top, not vice versa') and produced a generic, though visually pleasing, image of an astronaut riding a horse.
Outfit Transfer Challenge
Editing“Use Image 1 as the base person. Dress them in the exact elaborate outfit from Image 2 (including all layers, accessories, jewelry, and shoes). Carefully adapt the clothing to the body shape and pose in Image 1 while maintaining realistic fabric behavior, correct proportions, and perfect lighting/shadow matching. Keep the person’s exact face, hair, and background completely unchanged.”
AI Judge Analysis
GPT Image 2
- + Excellent preservation of the subject's exact face, expression, and skin textures
- + High-fidelity recreation of the plaid scarf pattern and pea coat texture
- + Logical hand placement that respects the coat pockets
- − Crop is slightly different from the source image, losing some of the top wood structure
- − Missed the sunglasses and shoes from the target outfit
Seedream 4.0
- + Successfully included additional accessories like the sunglasses and unique shoes
- + Captured the full-body pose including the raised leg aspect of the target image
- − Failed significantly to preserve the source person's face, adding facial hair and changing features
- − Distorted hand anatomy on the right side
- − The scarf pattern is less accurate to Image 2 than the competitor's
Verdict: GPT Image 2 followed the strict instruction to keep the person's face and hair completely unchanged, resulting in a seamless and realistic composite. Seedream 4.0 failed on source preservation by merging the faces of the two men, although it was more comprehensive in including accessories like the sunglasses and shoes from the target outfit.
The Capybara Taxi Driver
Text-to-Image“Photorealistic scene inside a yellow New York taxi at night. A capybara is driving, wearing a yellow taxi driver cap and a dark jacket. It has a calm, professional expression and both front paws on the steering wheel. In the back seat sits a human businesswoman in a coat, looking at her phone with a completely normal, bored expression (as if this is just another normal ride). Through the windows you can see the streets of Manhattan at night with blurred lights. Realistic taxi interior, photorealistic, detailed fur and fabric, 35mm lens, night lighting with reflections, shallow depth of field.”
AI Judge Analysis
GPT Image 2
- + Excellent photorealistic texture on the capybara's fur and the jacket fabric.
- + The lighting transition from the cool street lights to the warm taxi interior is very cinematic.
- + Includes a more authentic-looking vintage taxi driver cap.
- − The capybara's hands look slightly more like paws with fingers rather than true capybara anatomy.
- − The perspective makes the capybara appear extremely large relative to the car.
Seedream 4.0
- + Strong composition showing more of the taxi's exterior and interior simultaneously.
- + Captures the 'bored' expression of the passenger very effectively.
- + Anatomy of the capybara's paws on the wheel is quite clear.
- − The capybara's head has a slightly less realistic transition into the neck/jacket compared to Model A.
- − The 'TAT' text on the hat is nonsensical.
Verdict: Both models followed the prompt exceptionally well, capturing the surreal humor of the scene with high fidelity. GPT Image 2 is preferred for its superior textures and atmospheric lighting which feels more like a movie still, whereas Seedream 4.0 has a flatter, more digital appearance despite a great compositional layout.
The Halloween Invitation
Text-to-Image“Vintage gothic Halloween party invitation. Dark parchment poster, spooky border with webs and thorns, central glowing jack-o-lantern, bats, twisted trees, moody night sky. Add elegant gothic title text saying "Halloween Party Invitation", a small scroll banner saying "You are invited to a night of frights", and event details at the bottom: Date: 30.10.2026 Time: 7pm Location: The Arches, NYC Spooky but polished, cinematic lighting, square format.”
AI Judge Analysis
GPT Image 2
- + Excellent typography with perfect spelling in all requested text fields.
- + Highly detailed and intricate gothic border containing spiders, thorns, and architectural elements.
- + Strong composition that naturally integrates NYC architecture with spooky elements.
- − The parchment texture is a bit dark in the bottom half, making the small text slightly harder to read.
Seedream 4.0
- + Dynamic lighting on the jack-o-lantern and surrounding environment.
- + Successful incorporation of all requested elements including thorns and webs.
- − Spelling errors in the scroll banner text ('invicad', 'frizhis').
- − The border feels less integrated and more like a simple overlay.
- − Less sophisticated typography for the main title.
Verdict: GPT Image 2 is the superior invitation as it manages to render all requested text with perfect accuracy and an elegant gothic aesthetic. While Seedream 4.0 has nice lighting, it fails on the specific text requirements and the overall graphic design feels less polished for a formal invitation.
Isometric Miniature Diorama Scenes
Text-to-Image“Create a clear, 45° top-down isometric miniature 3D cartoon scene of Japan's signature dish: sushi, with soft refined textures, realistic PBR materials, gentle lighting, on a small raised diorama base with minimal garnish and plate. Solid light blue background. At top-center: 'JAPAN' in large bold text, 'SUSHI' below it, small flag icon. Perfectly centered, ultra-clean, high-clarity, square format.”
AI Judge Analysis
GPT Image 2
- + Excellent text rendering with stylzed 3D effects.
- + High-quality textures on the fish and rice that give a realistic PBR feel.
- + Rich composition with a well-defined diorama base.
- − Includes more decorative elements than the 'minimal garnish' requested.
Seedream 4.0
- + Adheres better to the 'minimal garnish' and simple plate request.
- + Clean cartoon aesthetic with soft lighting.
- + Accurate isometric perspective and solid background.
- − Text is somewhat flat and lacks the high-end 3D finish of the competition.
- − The sushi pieces look a bit more plastic and less 'refined' in texture.
Verdict: GPT Image 2 is much more visually impressive, featuring superior 3D typography and significantly more detailed PBR textures that make the food look much more appetizing. While Seedream 4.0 followed the 'minimal' prompt more closely regarding the props, it lacks the professional finish and high-clarity rendering found in GPT Image 2.
Adorable Baby Animals in Sunny Meadow
Text-to-Image“Hyper-photorealistic scene of fluffy baby animals—a golden retriever puppy, tabby kitten, baby bunny, and red fox kit—with big expressive eyes and ultra-detailed soft fur, playfully chasing butterflies and tumbling together in a lush wildflower meadow, warm golden sunrise light with god rays and dew sparkles, joyful wholesome vibe, 8K masterpiece.”
AI Judge Analysis
GPT Image 2
- + Excellent anatomical proportions for all four animals.
- + Better lighting coherence and realistic interaction with the meadow floor.
- + Stunning detail on the fox and puppy fur textures.
- − The butterfly wings look a bit more synthetic compared to the animals.
- − Includes fewer 'dew sparkles' than the competing model.
Seedream 4.0
- + Captures the 'playfully chasing' and 'tumbling' dynamic more energetically.
- + High-quality dew sparkles and light bokeh throughout the scene.
- + Strong golden sunrise atmosphere with vibrant colors.
- − The fox's anatomy is distorted, especially the junction of the head and paws.
- − The kitten's pose and scale feel slightly supernatural and floaty.
- − The bunny has a slightly blurry face compared to the other subjects.
Verdict: GPT Image 2 provides a much cleaner and more realistic rendering with correct animal anatomy and grounding, though it is slightly less dynamic. Seedream 4.0 captures the playful energy and the 'dew' request more vividly, but it suffers from significant anatomical distortions on the fox and kitten. GPT Image 2 is the better choice for its professional polish and consistent high-quality details across all four subjects.
Vintage Cafe Logo
Text-to-Image“Vintage minimalist restaurant logo for "Caffè Florian", retro cloche dome with steam and "Est. 1720" banner, classic typography, warm brown and cream tones, subtle texture on light background, vector emblem style.”
AI Judge Analysis
GPT Image 2
- + Excellent typography with beautiful serif details and correct accents.
- + Sophisticated composition with high-quality vector-style frame and shading.
- + Perfect adherence to the 'vintage' and 'textured paper' prompt elements.
- − The design is more complex than a strictly 'minimalist' logo usually allows.
Seedream 4.0
- + Simpler, more minimalist composition that feels modern-retro.
- + Good color balance between the deep brown and cream tones.
- + Accurate text rendering and placement on a banner.
- − The typography is less refined and lacks the classic elegance of the era.
- − The cloche shading feels a bit more like a generic illustration than a professional logo emblem.
Verdict: GPT Image 2 is the superior design, offering a professional-grade vintage emblem with sophisticated typography and detailed engraving-style shading. Seedream 4.0 provides a clean design that follows the prompt, but it lacks the artistic depth and classic elegance displayed in GPT Image 2.
Apollo 11: Journey to Tranquility
Text-to-Image“Create a clean, modern vector infographic poster about the Apollo 11 mission. NASA-inspired palette (navy, white, muted red, light gray). Flat-vector style, crisp lines, consistent iconography, subtle gradients only. Steps (stop at landing): 1. Launch (Saturn Vicon) 2. Earth Orbit (Earth + orbit ring icon) 3. Translunar (trajectory arc icon) 4. Lunar Orbit (Moon + orbit ring icon) 5. Descent (lunar module descending icon) 6. Landing (lunar module on the surface icon) Small supporting elements (minimal text): • Crew strip: three silhouette icons with only last names: Armstrong, Aldrin, Collins. • Landing site marker: Moon pin labeled "Tranquility" only. Layout constraints: generous margins, large readable labels, clean background with subtle stars. Vector-only, print-poster look, high resolution.”
AI Judge Analysis
GPT Image 2
- + Excellent text rendering with near-perfect spelling and typography.
- + Strict adherence to the 6-step chronological structure requested in the prompt.
- + Professional infographic layout with high-quality vector-style illustrations and consistent iconography.
- − The scale of the spacecraft in orbit is realistically too small for a vector icon style.
- − The lunar module illustration is slightly more detailed than a 'flat' vector style usually implies.
Seedream 4.0
- + Successfully captures a flat, simplified vector aesthetic for the Earth and Moon icons.
- + Adheres to the color palette well with a clean, light gray background.
- − Spelling errors in text labels such as 'Surfcce' and 'Tranquility' (though the latter is a common variant).
- − Cluttered and confusing composition that fails to cleanly separate the steps.
- − Inconsistent layout where 'Landing' is disconnected from the numbered sequence.
Verdict: GPT Image 2 provides a vastly superior infographic that perfectly executes the complex layout and text requirements, creating a legitimate educational-style poster. While Seedream 4.0 attempts a simpler flat-vector style, it suffers from significant spelling errors, a disjointed composition, and a failure to clearly represent all six requested steps in a logical flow.
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ByteDance's image generation model with integrated text-to-image and image editing capabilities in a unified architecture, supporting up to 4K resolution